KolektorSDD
홈페이지 · 논문 15편
The dataset is constructed from images of defective production items that were provided and annotated by Kolektor Group d.o.o.. The images were captured in a controlled industrial environment in a real-world case.
The dataset consists of 399 images at 500 x ~1250 px in size.
Please cite our paper published in the Journal of Intelligent Manufacturing when using this dataset:
``
@article{Tabernik2019JIM,
author = {Tabernik, Domen and {\v{S}}ela, Samo and Skvar{\v{c}}, Jure and
Sko{\v{c}}aj, Danijel},
journal = {Journal of Intelligent Manufacturing},
title = {{Segmentation-Based Deep-Learning Approach for Surface-Defect Detection}},
year = {2019},
month = {May},
day = {15},
issn={1572-8145},
doi={10.1007/s10845-019-01476-x}
}
``